Publications
My publication profile from different sources:
To Appear
 L. J.P. Araujo, E. Özcan, J. A.D. Atkin, and M. Baumers, Analysis of irregular threedimensional packing problems in Additive Manufacturing: A new taxonomy and dataset, International Journal of Production Research, DOI:10.1080/00207543.2018.1534016. [PDF]
 P.O.Siebers, Y.F. Deng, J. Thaler, H. Schnädelbach and E. Özcan, Proposal of a Design Pattern for Embedding the Concept of Social Forces in Human Centric Simulation Models, Proceedings of the Operational Research Society Simulation Workshop 2018 (SW18), A.Anagnostou, R.Meskarian, D.Robertson (eds.), to appear. [PDF]
 B. Zeren, M. Deveci, S. Coupland, R. John and E. Ozcan, A Study on the Interpretability of a Fuzzy System to Control an Inverted Pendulum, Proceedings of the FUZZIEEE 2019, to appear.
 R. Tickle, I. Triguero, G. P. Figueredo, E. Ozcan and R. I. John, Fuzzy Hot Spot Identification for Big Data: An Initial Approach, Proceedings of the FUZZIEEE 2019, to appear.
2019
 W. Li, E. Özcan and R. John, A Learning Automata based Multiobjective Hyperheuristic, IEEE Transactions on Evolutionary Computation, vol. 23, no. 1, pp. 5973, 2019 [original PDF. [PDF]
 E. K. Burke, M. Hyde, G. Kendall, G. Ochoa, E. Özcan and J. Woodward, A Classification of Hyperheuristic Approaches: Revisited, In Gendreau, M, and Potvin, JY. (eds.), Handbook of Metaheuristics, International Series in Operations Research & Management Science, vol. 272, pp. 453477. Springer Cham, 2019. [PDF]
 N. Pillay, and E. Özcan, Automated Generation of Constructive Ordering Heuristics for Educational Timetabling, Annals of Operations Research, 275(1), pp. 181208, 2019 [original PDF]. [PDF]
 A. J. Parkes, N Beglou and E. Özcan, Learning the quality of dispatch heuristics generated by automated programming, Lecture Notes in Computer Science 11353, LION 12 (2018), pp. 154158, 2019.
2018
 W. G. Jackson, E. Özcan and R. I. John, Move Acceptance in Local Search Metaheuristics for Crossdomain Search, Expert Systems with Applications, 109: 131151, 2018 [original PDF]. [PDF]
 D. Wilson, S. Rodrigues, C. Segura, I. Loshchilov, F. Hutton, G. López Buenfil, A. Kheiri, E. Keedwell, M. OcampoPineda,E. Özcan, S. I. V. Peña, B. Goldman, S. B. Rionda, A. HernándezAguirre, K. Veeramachaneni, and S. CussatBlanc, Evolutionary computation for wind farm layout optimization, Renewable Energy, 126: 681691, 2018 [original PDF]. [PDF]
 S. H. Khajavi, M. Baumers, J. Holmström, E. Özcan, J. Atkin, W. Jackson, W. Li, To Kit or Not To Kit: Analysing the Value of ModelBased Kitting for Additive Manufacturing, Computers in Industry, 98: 100117, 2018 [original PDF]. [PDF]
 M. Deveci, E. Özcan, R. John, S. C. Öner, Interval Type2 Hesitant Fuzzy Set Method for Improving the Service Quality of Domestic Airlines in Turkey, Journal of Air Transport Management, 69: 8398, 2018 [original PDF]. [PDF]
 A. Elhag and E. Özcan, Data Clustering Using Grouping Hyperheuristics, EvoCOP 2018: 101115, 2018. [PDF]
 L. Hong, J. H. Drake, J. Woodward, and E. Özcan, A Hyperheuristic Approach to Automated Generation of Mutation Operators for Evolutionary Programming, Applied Soft Computing, doi: 10.1016/j.asoc.2017.10.002, vol. 62, pp. 162175, 2018 [original PDF]. [PDF]
 J. Swan, P. De Causmaecker, S. Martin, and E. Özcan, A recharacterization of hyperheuristics, Eds. L. Amodeo, EG. Talbi, F. Yalaoui, pp. 7589, Recent Developments in Metaheuristics. Operations Research/Computer Science Interfaces Series, vol 62. Springer, 2018. [PDF]
 H. Abdulaziz, A. Elnahas, A. Daffalla, Y. Noureldien, A. Kheiri, and E. Özcan, Late Acceptance Selection Hyperheuristic for Wind Farm Layout Optimisation Problem, International Conference on Computer, Control, Electrical, and Electronics Engineering, ICCCEEE 2018, 2018.
2017
 A. Muklason, A.J. Parkes, E. Özcan, Barry McCollum and Paul McMullan, Fairness in Examination Timetabling: Student Preferences and Extended Formulations, Applied Soft Computing, 55: 302318, 2017 [original PDF]. [PDF]
 W. Li, E. Özcan and R. John, Multiobjective Evolutionary Algorithms and Hyperheuristics for Wind Farm Layout Optimisation, Renewable Energy, vol. 105, pp. 473482, 2017 [original PDF]. [PDF]
 S. Türk, E. Özcan, and R. John, Multiobjective Optimisation in Inventory Planning with Supplier Selection, Expert Systems with Applications, vol. 78, pp. 5163, 2017 [original PDF]. [PDF]
 W. Li, E. Özcan, R. John, J. H. Drake, A. Neumann and M. Wagner, A Modified Indicatorbased Evolutionary Algorithm (mIBEA), Proc. of the 2017 IEEE Congress on Evolutionary Computation (CEC), pp. 1047  1054, 2017 [original PDF]. [PDF]
 W. Jackson, E. Özcan and R. John, Tuning a Simulated Annealing Metaheuristic for Crossdomain Search, Proc. of the 2017 IEEE Congress on Evolutionary Computation (CEC), pp. 10551062, 2017. [PDF]
 R. Tyasnurita, E. Özcan and R. John, Learning Heuristic Selection using a Time Delay Neural Network for Open Vehicle Routing, Proc. of the 2017 IEEE Congress on Evolutionary Computation (CEC), pp. 14741481. [PDF]
 J. Swan, J. Drake, G. Neumann and E. Özcan, Sparse, Continuous Policy Representations for Uniform Online Bin Packing via Regression of Interpolants, EvoStar 2017: 189200, LNCS 10197, 2017 [original PDF]. [PDF]
2016
 S. Asta, D. Karapetyan, A. Kheiri, E. Özcan, and A.J. Parkes, Combining MonteCarlo and Hyperheuristic methods for the Multimode Resourceconstrained Multiproject Scheduling Problem, Information Sciences, vol. 373, pp. 13391351, DOI: 10.1016/j.ins.2016.09.010 (description of the winning algorithm of the MISTA 2013 challenge), 2016 [original PDF]. [PDF]
 E. Özcan, J. H. Drake, C. Altintas, and S. Asta, A Selfadaptive Multimeme Memetic Algorithm Coevolving Utility Scores to Control Genetic Operators and Their Parameter Settings, Applied Soft Computing, vol. 49, pp. 81–93, DOI: 10.1016/j.asoc.2016.07.032, 2016 [original PDF]. [PDF]
 S. Asta, E. Özcan, and A.J. Parkes, CHAMP: Creating Heuristics via Many Parameters for Online Bin Packing, Expert Systems With Applications, vol. 63, pp. 208221, doi:10.1016/j.eswa.2016.07.005, 2016 [original PDF]. [PDF]
 S. Martin, D. Ouelhadj, P. Beullens, E. Özcan, A. A. Juan,E.. K. Burke, A multiagent based cooperative approach to scheduling and routing, European Journal of Operational Research, 254 (1), pp. 169178, DOI: 10.1016/j.ejor.2016.02.045, 2016 [original PDF]. [PDF]
 S. Asta, E. Özcan, and T. Curtois, A Tensor Based Hyperheuristic for Nurse Rostering, KnowledgeBased Systems, vol. 198, pp. 185199, DOI: 10.1016/j.knosys.2016.01.031, 2016 [original PDF]. [PDF]
 J. Drake, E. Özcan and E. K. Burke, A Case Study of Controlling Crossover in a Selection Hyperheuristic Framework using the Multidimensional Knapsack Problem, Evolutionary Computation, vol. 24, no. 1, pp. 113141, DOI: 10.1162/EVCO_a_00145, 2016 [original PDF]. [PDF]
 A. Kheiri, E. Özcan, and A.J. Parkes, A Stochastic Local Search Algorithm with Adaptive Acceptance for Highschool Timetabling, Annals of Operations Research, vol. 139, issue 1, pp. 135151, DOI: 10.1007/s1047901416600, 2016 [original PDF]. [PDF]
 A. Kheiri and E. Özcan, An Iterated Multistage Selection Hyperheuristic, European Journal of Operational Research, (250)1:77–90, 2016 [original PDF]. [PDF]
 J.A. SoriaAlcaraz, E. Özcan, J. Swan, G. Kendall, and M. Carpio, Iterated Local Search Using an Add and Delete Hyperheuristic for University Course Timetabling, Applied Soft Computing, DOI:10.1016/j.asoc.2015.11.043, vol. 40, pp. 581593, 2016 [original PDF]. [PDF]
 L. J.P. Araujo, E. Özcan, J. A.D. Atkin, and M. Baumers, A part complexity measurement method supporting 3D Printing, Proceedings of the 32nd International Conference on Printing for Fabrication 2016 (NIP32), to appear. [PDF]
 A. Kheiri, E. Özcan, R. Lewis, and J. Thompson, A Sequencebased Selection Hyperheuristic: Case Study in Multistage Nurse Rostering Problem, Proc. of the 11th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2016), pp. 503505, 2016. [PDF]
 A. Muklason, A. J. Parkes, B. McCollum,and E. Özcan, Cohort Fairness in Examination Timetabling Problems, Proc. of the 11th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2016), pp. 529, 2016. [PDF]
 N. Pillay and E. Özcan, Evolving Construction Ordering Heuristics for Educational Timetabling Problems, Proc. of the 11th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2016), pp. 541–544, 2016. [PDF]
 M. Baumers and E. Özcan, Scope for Machine Learning in Digital Manufacturing, CoRR abs/1609.05835, 2016. [PDF]
 D. B. Gumus, E. Özcan and J. Atkin, An Analysis of the Taguchi Method for Tuning a Memetic Algorithm with Reduced Computational Time Budget, Communications in Computer and Information Science: Proceedings of ISCIS 2016, pp. 1220, 2016. [PDF]
 A. Almutairi, E. Özcan, A. Kheiri and W. Jackson, Performance of Selection Hyperheuristics on the Extended HyFlex Domains, Communications in Computer and Information Science: Proceedings of ISCIS 2016, pp. 154162, 2016. [PDF]
 A. Kheiri, M. Misir and E. Özcan, Ensemble Move Acceptance in Selection Hyperheuristics, Communications in Computer and Information Science: Proceedings of ISCIS 2016, pp. 2129, 2016. [PDF]
 L. Hong, J. H. Drake, J. Woodward, and E. Özcan, Automatically Designing More General Mutation Operators of Evolutionary Programming for Groups of Function Classes Using a HyperHeuristic, Proceedings of the Annual Conference on Genetic and Evolutionary Computation (GECCO '16), pp. 725732, 2016. [PDF]
 D. Betul Gumus, E. Özcan and J. Atkin, An Investigation of Tuning a Memetic Algorithm for Crossdomain Search, Proc. of the 2016 IEEE Congress on Evolutionary Computation (CEC), pp. 135142, 2016. [PDF]
 W. G. Jackson, E. Özcan and R. I. John, A Comparative Study of Fuzzy Parameter Control in a General Purpose Local Search Metaheuristic, Proc. of the 2016 IEEE Congress on Evolutionary Computation (CEC), pp. 127134, 2016. [PDF]
2015
 M. Deveci, N. C. Demirel, R. John, E. Özcan, Fuzzy multicriteria decision making for carbon dioxide geological storage in Turkey, Journal of Natural Gas Science & Engineering, (27)2:692705, 2015 [original PDF]. [PDF]
 E. K. Burke, J. H. Drake, B. McCollum, and E. Özcan, Comments on: An overview of curriculumbased course timetabling, TOP, DOI: 10.1007/s1175001503623, (23)2:355358, 2015 [original PDF].
 S. Asta and E. Özcan, A Tensorbased Selection Hyperheuristic for Crossdomain Heuristic Search, Information Sciences, DOI: 10.1016/j.ins.2014.12.020, vol. 299, pp. 412432, 2015, available online from 2014 [original PDF]. [PDF]
 M. Maashi, G. Kendall and E. Özcan, Choice Function based Hyperheuristics for Multiobjective Optimization, Applied Soft Computing, 28:312326, 2015. [PDF]
 H. Mujtaba, G. Kendall, R. Baig and E. Özcan, Detecting Change and Dealing with Uncertainty in Imperfect Evolutionary Environments, Information Sciences, DOI: 10.1016/j.ins.2014.12.053, vol. 302, pp. 3349, 2015 [original PDF]. [PDF]
 L. N. Ahmed, E. Özcan, and A. Kheiri, Solving High School Timetabling Problems Worldwide Using Selection Hyperheuristics, Expert Systems With Applications, DOI: 10.1016/j.eswa.2015.02.059, vol. 42(13):54635471, 2015 [original PDF]. [PDF]
 A. Elhag and E. Özcan, A Grouping HyperHeuristic Framework: Application on Graph Colouring, Expert Systems With Applications, DOI: 10.1016/j.eswa.2015.01.038, vol. 42(13):54915507, 2015 [original PDF]. [PDF]
 L. J.P. Araujo, E. Özcan, J. A.D. Atkin, M. Baumers, C. Tuck and R. Hague, Toward Better Build Volume Packing in Additive Manufacturing: Classification Of Existing Problems and Benchmarks, Proceedings of the 2015 Annual International Solid Freeform Fabrication Symposium, pp. 401410, 2015. [PDF]
 R. Tyasnurita, E. Özcan, S. Asta and R. John, Improving Performance of a Hyperheuristic Using a Multilayer Perceptron for Vehicle Routing, Proceedings of the 15th Annual Workshop on Computational Intelligence (UKCI), to appear, 2015. [PDF]
 S. Asta and E. Özcan, A Tensor Analysis Improved Genetic Algorithm for Online Bin Packing, Proceedings of the Annual Conference on Genetic and Evolutionary Computation (GECCO '15), pp. 799806, 2015. [PDF]
 J. Swan, S. Adriaensen, M. Bishr, E. K. Burke, J. A. Clark, P. De Causmaecker, J. Durillo, K. Hammond, E. Hart, C. G. Johnson, Z. A. Kocsis, B. Kovitz, K. Krawiec, S. Martin, J. J. Merelo, L. L. Minku, E. Özcan, G. L. Pappa, E. Pesch, P. GarciaSanchez, A. Schaerf, K. Sim, J. E. Smith, T. Stutzle, S. Voss, S. Wagner, X. Yao, A Research Agenda for Metaheuristic Standardization, The 11th edition of the Metaheuristics International Conference (MIC 2015). [PDF]
 A.J. Parkes, E. Özcan, and D. Karapetyan, A Software Interface for Supporting the Application of Data Science to Optimisation, LION 9, Lecture Notes in Computer Science 8994, pp. 306311, 2015. [PDF]
 J. H. Drake, E. Özcan and E. K. Burke, Modified Choice Function Heuristic Selection for the Multidimensional Knapsack Problem, Genetic and Evolutionary Computing, Advances in Intelligent Systems and Computing, vol. 329, pp. 225234, 2015. [PDF]
 J. H. Drake, E. Özcan and E. K. Burke, A Comparison of Crossover Control Mechanisms within Singlepoint Selection Hyperheuristics using HyFlex, Proc. of the 2015 IEEE Congress on Evolutionary Computation (CEC), pp. 33973403, 2015. [PDF]
 J. H. Drake, E. Özcan and E. K. Burke, A Modified Choice Function Hyperheuristic Controlling Unary and Binary Operators, Proc. of the 2015 IEEE Congress on Evolutionary Computation (CEC), pp. 33893396, 2015. [PDF]
 Seda Turk, Simon Miller, E. Özcan and Robert John, A Simulated Annealing Approach to Supplier Selection Aware Inventory Planning, Proc. of the 2015 IEEE Congress on Evolutionary Computation (CEC), , pp. 1799–1806, 2015. [PDF]
2014
 S. AbdulRahman, A. Bargiela, E. K. Burke, E. Özcan, B. McCollum and P. McMullan, Adaptive Linear Combination of Heuristic Orderings in Constructing Examination Timetable, European Journal of Operational Research, 232 (2), pp. 287297, 2014 (available online from 2013). [PDF]
 A. Kheiri and E. Özcan, Constructing ConstrainedVersion of Magic Squares Using Selection Hyperheuristics, The Computer Journal, 57(3), pp. 469479, 2014 (available online from 2013) [original PDF]. [PDF]
 M. Maashi, E. Özcan and G. Kendall, A Multiobjective Hyperheuristic based on Choice Function, Expert Systems with Applications, 41 (9), pp. 44754493, 2014 [original PDF]. [PDF]
 J. H. Drake, M. Hyde, K. Ibrahim and E. Özcan, A Genetic Programming HyperHeuristic for the Multidimensional Knapsack Problem, Kybernetes, Vol. 43, Iss: 9/10, pp.15001511, 2014. [PDF]
 J. Swan, J. Woodward, E. Özcan, G. Kendall, E. Burke, Searching the Hyperheuristic Design Space, Cognitive Computation, 6(1), pp. 6673, 2014 (available online from 2013). [PDF]
 S. AbdulRahman, E. K. Burke, A. Bargiela, B. McCollum and E. Özcan, A Constructive Approach to Examination Timetabling based on Adaptive Decomposition and Ordering, Annals of Operations Research, 218 (1),pp. 321, 2014 (available online from 2011) [original PDF]. [PDF]
 S. Asta and E. Özcan, An Apprenticeship Learning HyperHeuristic for Vehicle Routing in HyFlex, Proceedings of the 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS), pp. 6572, 2014. [PDF]
 A. Yarimcam, S. Asta, E. Özcan, A. J. Parkes, Heuristic Generation via Parameter Tuning for Online Bin Packing, Proceedings of the 2014 IEEE Symposium on Evolving and Autonomous Learning Systems (EALS), pp. 102108, 2014. [PDF]
 S. Asta and E. Özcan, A Tensorbased Approach to Nurse Rostering, Proc. of the 10th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2014), pp. 442445, 2014. [PDF]
 C. Altintas, S.Asta, E. Özcan and T. Yigit, A selfgenerating memetic algorithm for examination timetabling, Proc. of the 10th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2014), pp. 434437, 2014. [PDF]
 A. Muklason, A. J. Parkes, B. McCollum and E. Özcan, Fairness in Examination Timetabling: Student Preferences and Extended Formulations, Proc. of the 10th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2014), pp. 512515, 2014. [PDF]
 Dulce J. MaganaLozano, E. Özcan and S. E. ConantPablos, Decomposition and Recomposition Strategies to Solve Timetabling Problems, Proc. of the 10th Int. Conf. of the Practice and Theory of Automated Timetabling (PATAT 2014), pp. 505507, 2014. [PDF]
 L. Hong, J. H. Drake, E. Özcan, A step size based selfadaptive mutation operator for evolutionary programming, GECCO (Companion) 2014, pp. 13811388. [PDF]
 A. E. I. Brownlee, J. Swan, E. Özcan, A. J. Parkes, Hyperion2: a toolkit for {meta, hyper} heuristic research, GECCO (Companion) 2014, pp. 11331140.
 W. G. Jackson, E. Özcan and R. I. John, Fuzzy Adaptive Parameter Control of a Late Acceptance Hyperheuristic, Proceedings of the 14th Annual Workshop on Computational Intelligence (UKCI), pp. 18 (119126), 2014. [PDF]
 S. Turk, R. I. John and E. Özcan, Interval Type2 Fuzzy Sets in Supplier Selection, Proceedings of the 14th Annual Workshop on Computational Intelligence (UKCI), pp. 17 (127133), 2014. [PDF]
 T. Ercal, E. Özcan and S. Asta, Soft Morphological Filter Optimization Using a Genetic Algorithm for Noise Elimination, Proceedings of the 14th Annual Workshop on Computational Intelligence (UKCI), pp. 17 (193199), 2014. [PDF]
 S. Asta, E. Özcan and P.O. Siebers, An Investigation on Test Driven Discrete Event Simulation, Proceedings of the 2014 Operational Research Society Simulation Workshop (SW 2014), pp. 3545. [PDF]
2013
 S. A. EtanerUyar, E. Özcan, N. Urquhart (editors), Automated Scheduling and Planning From Theory to Practice, Studies in Computational Intelligence, Volume 505, ISBN: 9783642393037 (Print) 9783642393044 (Online), 2013. [PDF]
 E. K. Burke, M. Gendreau, M. Hyde, G. Kendall, G. Ochoa, E. Özcan, R. Qu, Hyperheuristics: A Survey of the State of the Art, Journal of the Operational Research Society, 64 (12) , pp. 16951724, 2013. [PDF]
 B. Kiraz, A. S. Uyar, and E. Özcan, Selection Hyperheuristics in Dynamic Environments, Journal of the Operational Research Society, 64 (12), pp. 17531769, 2013. [PDF]
 S. Asta, E. Özcan and A. J. Parkes, Dimension reduction in the search for online bin packing policies, Proceedings of the 2013 Genetic and Evolutionary Computation Conference Companion, pp. 6566, 2013. [PDF]
 G. Uludag, B. Kiraz, A. S. EtanerUyar, and E. Özcan, A Hybrid Multipopulation Framework for Dynamic Environments Combining Online and Offline Learning, Soft Computing, Volume 17, Issue 12, pp. 23272348 [original PDF]. [PDF]
 M. Kalender, A. Kheiri, E. Özcan and E. K. Burke, A Greedy GradientSimulated Annealing Hyperheuristic, Soft Computing, Volume 17, Issue 12, pp. 22792292 [original PDF]. [PDF]
 S. Martin, D. Ouelhadj, P. Smet, G. Vanden Berghe, and E. Özcan, Cooperative Search for Fair Nurse Rosters, Expert Systems With Applications, 40 (16), 66746683, 2013. [PDF]
 E. Özcan, Z. Kai, J. H. Drake, Bidirectional Bestfit Heuristic Considering Compound Placement for Two Dimensional Orthogonal Rectangular Strip Packing, Expert Systems With Applications 40 (10), pp. 40354043, 2013. [PDF]
 E. Özcan, S. Asta and C. Altintas, Memetic Algorithms for Crossdomain Heuristic Search, The 13th Annual Workshop on Computational Intelligence (UKCI), pp. 175182. [PDF]
 J. C. OrtizBayliss, E. Özcan, A. J. Parkes and H. TerashimaMarin, A Genetic Programming Hyperheuristic: Turning Features into Heuristics for Constraint Satisfaction, The 13th Annual Workshop on Computational Intelligence (UKCI), pp. 183190, 2013. [PDF]
 W. Jackson, E. Özcan and J. H. Drake, Late Acceptancebased Selection Hyperheuristics for Crossdomain Heuristic Search, The 13th Annual Workshop on Computational Intelligence (UKCI), pp. 228235, 2013. [PDF]
 A. Elhag and E. Özcan, A Grouping Hyperheuristic Framework based on Linear Linkage Encoding For Graph Coloring, The 13th Annual Workshop on Computational Intelligence (UKCI), pp. 321326, 2013. [PDF]
 E. Özcan, M. Misir and A. Kheiri, Group Decision Making in Selection Hyperheuristics, The 13th Annual Workshop on Computational Intelligence (UKCI), pp. 327333, 2013. [PDF]
 J. C. OrtizBayliss, H. TerashimaMarin, S. E. ConantPablos, E. Özcan, A. J. Parkes, Exploring Heuristic Interactions in Constraint Satisfaction Problems: A Closer Look at the HyperHeuristic Space, The 2013 IEEE Congress on Evolutionary Computation, pp. 33073314, 2013.
 I. A. Guney, G. Kucuk, E. Özcan, Hyperheuristics for Performance Optimization of Simultaneous Multithreaded Processors, The 28th International Symposium on Computer and Information Sciences, LNEE 264, 2013, pp. 97106. [PDF]
 S. AbdulRahman, A. Bargiela, E. K. Burke, B. McCollum, E. Özcan, Investigation of Multistage Approaches to Examination, Proceedings of the 6th Multidisciplinary Int. conf. on Scheduling: Theory and Applications (MISTA 2013), pp. 528542, 2013. [PDF]
 A. Elhag, E. Özcan, A Grouping Hyperheuristic for Graph Colouring, Proceedings of the 6th Multidisciplinary Int. conf. on Scheduling: Theory and Applications (MISTA 2013), pp. 770773, 2013. [PDF]
 A. Muklason, A. J. Parkes, B. Mccollum, E. Özcan, Initial Results on Fairness in Examination Timetabling, Proceedings of the 6th Multidisciplinary Int. conf. on Scheduling: Theory and Applications (MISTA 2013), pp. 777780,2013. [PDF]
 S. Asta, E. Özcan, A. J. Parkes and A. S. E. Uyar, Generalizing Hyperheuristics via Apprenticeship Learning, 13th European Conference on Evolutionary Computation in Combinatorial Optimisation, EvoCOP 2013, LNCS 7832, pp. 169178. [PDF]
 A. Kheiri and E. Özcan, A Hyperheuristic with a Round Robin Neighbourhood Selection, 13th European Conference on Evolutionary Computation in Combinatorial Optimisation, EvoCOP 2013, LNCS 7832, pp.112, 2013. [PDF]
 S. Asta, E. Özcan, A. J. Parkes, Batched Mode Hyperheuristics, LION 7, LNCS 7997, pp. 404409, 2013. [PDF]
 L. Hong, J. Woodward, J. Li, and E. Özcan, Automated Design of Mutation Operators for Evolutionary Programming Using Genetic Programming, EuroGP 2013, LNCS 7831, pp. 8596, 2013. [PDF]
 B. Kiraz, A. S. EtanerUyar, and E. Özcan, An Antbased Selection Hyperheuristic for Dynamic Environments, EvoApplications 2013, LNCS 7835, pp. 626635, 2013. [PDF]
 J. Drake, N. Kililis and E. Özcan, Generation of VNS Components with Grammatical Evolution for Vehicle Routing, EuroGP 2013, LNCS 7831, pp. 2536, 2013. [PDF]
 P.K. Lehre, E. Özcan, A runtime analysis of simple hyperheuristics: To mix or not to mix operators, In: PreConference Proceedings of Foundations of Genetic Algorithms XII, pp. 9198, 2013. [PDF]
 M. K. Y. Shambour, A. T. Khader, A. Kheiri, E. Özcan, A Two Stage Approach for High School Timetabling, ICONIP (1) 2013, LNCS 8226, pp. 6673.
 J. Swan, J. Drake, E. Özcan, J. Goulding and J. Woodward, A Comparison of Acceptance Criteria for the Daily CarPooling Problem, Erol Gelenbe and Ricardo Lent (Eds.) Computer and Information Sciences III, pp. 477483, 2013. [PDF]
2012
 G. Uludag, B. Kiraz, A. S. EtanerUyar, and E. Özcan, Heuristic Selection in a Multiphase Hybrid Approach for Dynamic Environments, 12th Annual Workshop on Computational Intelligence (UKCI 2012), pp. 18, 2012. [PDF]
 M. Kalender, A. Kheiri, E. Özcan and E. K. Burke, A Greedy GradientSimulated Annealing Hyperheuristic for a Curriculumbased Course Timetabling Problem, 12th Annual Workshop on Computational Intelligence (UKCI 2012), pp. 18, 2012.
 M. Kole, A. S. EtanerUyar, B. Kiraz and E. Özcan, Heuristics for Car Setup Optimisation in TORCS, 12th Annual Workshop on Computational Intelligence (UKCI 2012), pp. 18, 2012.
 E. Özcan, A. J. Parkes, A. Alkan, The Interleaved Constructive Memetic Algorithm and its Application to Timetabling, Computers & Operations Research, Volume 39, Issue 10, 2012, pp. 23102322, doi:10.1016/j.cor.2011.11.020. [PDF]
 E. K. Burke, G. Kendall, M. Misir and E. Özcan, Monte Carlo hyperheuristics for examination timetabling, Annals of Operations Research, 196:7390, 2012. [PDF]
 J. H. Drake, E. Özcan and E. K. Burke, An Improved Choice Function Heuristic Selection for Cross Domain Heuristic Search, PPSN 2012, Lecture Notes in Computer Science 7492, part II, pp. 307316, 2012. [PDF]
 G. Uludag, B. Kiraz, A. Sima Uyar and E. Özcan, A Framework to Hybridise PBIL and a Hyperheuristic for Dynamic Environments, PPSN 2012, Lecture Notes in Computer Science 7492, part II, pp. 358367, 2012. [PDF]
 J.C. O.Bayliss, H. T.Marin, S. E. ConantPablos, E. Özcan, A. J. Parkes, Improving the Performance of Vector Hyperheuristics through Local Search, GECCO'12, Proceedings of the fourteenth International Conference on Genetic and Evolutionary Computation Conference, pp. 12691276, 2012. [PDF]
 A. J. Parkes, E. Özcan, M. Hyde, Matrix Analysis of Genetic Programming Mutation, EuroGP 2012, Lecture Notes in Computer Science 7244, pp. 158169, 2012. [PDF]
 T. Pigden, G. Kendall, E. Özcan, R. Eglese, A Library of Vehicle Routing Problems, VeRoLog Conference 2012, accepted. [PDF]
 J. Swan, E. Özcan, G. Kendall, Coevolving Add and Delete Heuristics, extended abstract, pp. 395399, PATAT 2012. [PDF]
 P. Smet, S. Martin, D. Ouelhadj, E. Özcan and G. Vanden Berghe, Investigation of Fairness Measures for Nurse Rostering, extended abstract, pp. 369372, PATAT 2012. [PDF]
 A. Kheiri, E. Özcan, A. J. Parkes, HySST: Hyperheuristic Search Strategies and Timetabling, abstract, pp. 497499, PATAT 2012 [Competing Algorithm at ITC2011]. [PDF]
 E. Özcan, A. Elhag, V. Shah, A study of hyperheuristics for examination timetabling, extended abstract, pp. 410414, PATAT 2012. [PDF]
 P. K. Lehre, E. Özcan, A TimeComplexity Analysis of HyperHeuristics, abstract, ECCO 2012.
 E. Özcan, A. Kheiri, Roundrobin strategybased selection hyperheuristic, abstract, ECCO 2012.
 G. Secme, L. Ozbakir, E. Özcan, A Hyperheuristic Approach to Parallel Assembly Line Balancing Problems, abstract, ECCO 2012.
2011
 E. Özcan, and A. Kheiri, A Hyperheuristic based on Random Gradient, Greedy and Dominance, Erol Gelenbe, Ricardo Lent, Georgia Sakellari (Eds.) Computer and Information Sciences II: 26th International Symposium on Computer and Information Sciences, pp.404409, 2011. [PDF]
 E. Özcan, and A. J. Parkes, Policy Matrix Evolution for Generation of Heuristics, Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation (GECCO '11), Natalio Krasnogor (Ed.). ACM, New York, NY, USA, pp. 20112018 (won the best paper award in the Self* track), 2011 [originalPDF]. [PDF]
 J. Swan, E. Özcan, G. Kendall, Hyperion  A Recursive Hyperheuristic Framework, The Learning and Intelligent OptimizatioN Conference (LION5), Lecture Notes in Computer Science 6683, pp. 616630, 2011. [PDF]
 B. Kiraz, A. Sima Uyar, and E. Özcan, An Investigation of Selection Hyperheuristics in Dynamic Environments, Applications of Evolutionary Computation, LNCS 6624, pp. 314323, 2011 [originalPDF]. [PDF]
 J.C. O.Bayliss, H. T.Marin, E. Özcan, A. J. Parkes, S.E.C.Pablos, Variable and Value Ordering Decision Matrix Hyperheuristics: a Local Improvement Approach, Mexican International Conference on Artificial Intelligence (MICAI 2011), I. Batyrshin and G. Sidorov (Eds.), LNAI 7094, pp. 125136, 2011. [PDF]
 J.C. O.Bayliss, H. TerashimaMarin, E. Özcan, A. J. Parkes, On the Idea of Evolving Decision Matrix HyperHeuristics for Solving Constraint Satisfaction Problems, Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pp. 255256, 2011. [PDF]
 John H. Drake, Ender Özcan and Edmund K. Burke, Controlling Crossover in a Selection Hyperheuristic Framework, OR53 Annual Conference, abstract. [PDF]
 E. Özcan and A. Kheiri, A Dominance based Hyperheuristic, OR53 Annual Conference, abstract.
 S. P. Martin, D. Ouelhadj, P. Beullens and E. Özcan, Multiagent cooperative search using metaheuristics and reinforcement learning, OR53 Annual Conference, abstract.
2010
 J. Gibbs, G. Kendall and E. Özcan, Scheduling English Football Fixtures over the Holiday Period Using Hyperheuristics, 11th International Conference on Parallel Problem Solving From Nature, Lecture Notes in Computer Science, Volume 6238, pp. 496505, 2010. [PDF]
 E. K. Burke, M. Hyde, G. Kendall, G. Ochoa, E. Özcan and J. Woodward, A Classification of Hyperheuristic Approaches, In Gendreau, Michel and Potvin, JeanYves (eds.), Handbook of Metaheuristics, International Series in Operations Research & Management Science, Volume 146, pp. 449468. Springer, 2010. [PDF]
 E. Özcan, M. Misir , G. Ochoa, E. K. Burke, A Reinforcement Learning  GreatDeluge Hyperheuristic for Examination Timetabling, International Journal of Applied Metaheuristic Computing, 1(1), pp. 3959, 2010 [originalPDF]. [PDF]
 S.A. Rahman, A. Bargiela, E. K. Burke, B. McCollum and E. Özcan, A Construction Approach for Examination Timetabling based on Adaptive Decomposition and Ordering, Proc. of the 8th International Conference on the Practice and Theory of Automated Timetabling, pp. 353372, 2010. [PDF]
 J.C. O.Bayliss, E. Özcan, A. J. Parkes and H. TerashimaMarin, Mapping the Performance of Heuristics for Constraint Satisfaction, IEEE Congress on Evolutionary Computation 2010: 18. [PDF]
 S. Martin, D. Ouelhadj, P. Beullens, E. Özcan, A generic agentbased framework for cooperative hybrid metaheuristic search, The EURO XXIV conference.
 A. Parkes, E. Özcan, Properties of Yeditepe Examination Timetabling Benchmark Instances, Proc. of the 8th International Conference on the Practice and Theory of Automated Timetabling, pp. 531534, 2010. [PDF]
2009
 E. K. Burke, M. Hyde, G. Kendall, G. Ochoa, E. Özcan and J. Woodward, Exploring hyperheuristic methodologies with genetic programming, In C. Mumford and L. Jain (eds.), Computational Intelligence, Intelligent Systems Reference Library, pp. 177201. Springer, 2009. [PDF]
 O. B. Asik, E. Özcan, Bidirectional Bestfit Approach for Orthogonal Rectangular Strip Packing, Annals of Operations Research, 172:405427, 2009 (http://dx.doi.org/10.1007/s1047900906420) [best results in literature, originalPDF]. [PDF]
 E. Özcan, C. Basaran, A Case Study of Memetic Algorithms for Constraint Optimization, Soft Computing: A Fusion of Foundations, Methodologies and Applications, 13(89), pp. 871882, 2009 [originalPDF]. [PDF]
 E. Özcan, Y. Bykov, M. Birben and E. K. Burke, Timetabling Using Late Acceptance Hyperheuristics, Proc. of the IEEE Congress on Evolutionary Computation (CEC 2009), pp. 9971004. [PDF]
 S.A. Rahman, A. Bargiela, E. K. Burke, B. McCollum and E. Özcan, Construction of Examination Timetables Based on Ordering Heuristics, Proc. of the 24th International Symposium on Computer and Information Sciences, pp. 727732, 2009. [PDF]
 M. Hyde, E. Özcan and E. K. Burke, Multilevel Search for Evolving the Acceptance Criteria of a HyperHeuristic, Proc. of the 4th Multidisciplinary Int. conf. on Scheduling: Theory and Applications, pp. 798801, 2009. [PDF]
 E. Özcan and E. K. Burke, Multilevel search for choosing hyperheuristics, Proc. of the 4th Multidisciplinary Int. conf. on Scheduling: Theory and Applications, pp. 788789, 2009. [PDF]
 E. Özcan, M. Misir and E. K. Burke, A SelfOrganising Hyperheuristic Framework, Proc. of the 4th Multidisciplinary Int. conf. on Scheduling: Theory and Applications, pp. 784787, 2009. [PDF]
 E. Özcan, S. E. Uyar and E. K. Burke, A greedy hyperheuristic in dynamic environments, Proc. of the 11th annual conference companion on Genetic and Evolutionary Computation COnference, WORKSHOP SESSION: Automated heuristic design: crossing the chasm for search methods, pp. 22012204, 2009. [PDF]
 D. Ouelhadj, S. Petrovic and E. Özcan, A Multilevel Search Framework for Asynchronous Cooperation of Multiple Hyperheuristics, Proc. of the 11th annual conference companion on Genetic and Evolutionary Computation COnference, WORKSHOP SESSION: Automated heuristic design: crossing the chasm for search methods, pp. 21932196, 2009. [PDF]
 I. Maden, S. Uyar, and E. Özcan, Landscape Analysis Of Simple Perturbative HyperHeuristics, Mendel 2009: 15th International Conference on Soft Computing, pp. 1622, 2009. [PDF]
2008
 E. Özcan, M. Kalender, E. K. Burke, A GreedyGradient  Simulated Annealing Hyperheuristic, accepted and presented in the Workshop on Hyperheuristics (in PPSN X), 2008.
 M. Birben, K. Esen, E. E. Korkmaz, B. Kulahcioglu, E. Özcan, Grouping Hyperheuristics, accepted and presented in the Workshop on Hyperheuristics (in PPSN X), 2008.
 O. Ulker, E. E. Korkmaz, and E. Özcan, A Genetic Algorithm Using Linear Linkage Encoding for Bin Packing, The 10th International Conference on Parallel Problem Solving From Nature, SpringerVerlag, Lecture Notes in Computer Science, vol. 5199, pp. 11401149, 2008. [PDF]
 E.K. Burke, M. Misir, G. Ochoa, E. Özcan, Learning Heuristic Selection in Hyperheuristics for Examination Timetabling, Proc. of the Conference on the Practice and Theory of Automated Timetabling, pp. 14. [PDF]
 E.K. Burke, G. Kendall, M. Misir, E. Özcan, A Study of Simulated Annealing Hyperheuristics, Proc. of the Conference on the Practice and Theory of Automated Timetabling, 2008, pp. 14. [PDF]
 Ender Özcan, Turker Ercal, A Genetic Algorithm for Generating Improvised Music, LNCS 4926, revised and selected papers, EA 2007, pp. 266  277, 2008. [PDF]
 Ender Özcan, Burak Bilgin, Emin Erkan Korkmaz, A Comprehensive Analysis of Hyperheuristics, Intelligent Data Analysis, 12:1, pp. 323, 2008. [PDF]
2007
 Hamdi Dibeklioglu, Metin Sezgin, Ender Özcan, A Recognizer for FreeHand Graph Drawings, In Proc. of the International Workshop on PenBased Learning Technologies, Catania, Italy, May 2425 2007. [PDF]
 Ender Özcan, Alpay Alkan, A Memetic Algorithm for Solving a Timetabling Problem: An Incremental Strategy, Proc. of the 3rd Multidisciplinary Int. Conf. On Scheduling: Theory and Applications, P. Baptiste, G. Kendall, A. M. Kordon, F. Sourd (ed.), pp. 394401, 2831 August 2007, Paris, France. [PDF]
 Ersan Ersoy, Ender Özcan, Sima Uyar, Memetic Algorithms and Hyperhillclimbers, Proc. of the 3rd Multidisciplinary Int. Conf. On Scheduling: Theory and Applications, P. Baptiste, G. Kendall, A. M. Kordon, F. Sourd (ed.), pp. 159166, 2831 August 2007, Paris, France. [PDF]
 Ender Özcan, Memes, Selfgeneration and Nurse Rostering, PATAT2006, SpringerVerlag, selected papers, LNCS, vol. 3867, 2007, pp. 85104. [PDF]
 Burak Bilgin, Ender Özcan, Emin Erkan Korkmaz, An Experimental Study on HyperHeuristics and Exam Timetabling, PATAT2006, SpringerVerlag, selected papers, LNCS, vol. 3867, 2007, pp. 394412. [PDF]
 Ozgur Ulker, Ender Özcan, Emin Erkan Korkmaz, Linear Linkage Encoding in Grouping Problems: Applications on Graph Coloring and Timetabling, PATAT2006, SpringerVerlag, selected papers, LNCS, vol. 3867, 2007, 347363. [PDF]
 Ender Özcan, Murat Yilmaz, Particle Swarms for Multimodal Optimization, B. Beliczynski et al. (Eds.): ICANNGA07, SpringerVerlag, Lecture Notes in Computer Science, vol. 4431, 366375. [PDF]
 Ender Özcan, Esin Onbasioglu, Memetic Algorithms for Parallel Code Optimization, International Journal of Parallel Programming, Volume 35, Number 1 / February, 3361. [PDF]
2006
 Ender Özcan, An Empirical Investigation on Memes, Selfgeneration and Nurse Rostering, Proc. of the 6th International Conference on the Practice and Theory of Automated Timetabling, 2006, 246263. [PDF]
 Burak Bilgin, Ender Özcan, Emin Erkan Korkmaz, An Experimental Study on HyperHeuristics and Exam Timetabling, Proc. of the 6th International Conference on the Practice and Theory of Automated Timetabling, 2006, 123140. [PDF]
 Ender Özcan, Burak Bilgin, Emin Erkan Korkmaz, Hill Climbers and Mutational Heuristics in Hyperheuristics, Lecture Notes in Computer Science, SpringerVerlag, The 9th International Conference on Parallel Problem Solving From Nature, 2006, pp. 202211. [PDF]
 Ozgur Ulker, Ender Özcan, Emin Erkan Korkmaz, Linear Linkage Encoding in Grouping Problems: Applications on Graph Coloring and Timetabling, Proc. of the 6th International Conference on the Practice and Theory of Automated Timetabling, 2006, 303319. [PDF]
2005
 E. Özcan, Memetic Algorithms for Nurse Rostering, Lecture Notes in Computer Science, SpringerVerlag, The 20th International Symposium on Computer and Information Sciences, vol. 3733, pp. 482492, 2005. [PDF]
 E. Özcan, E. Ersoy, Final Exam Scheduler  FES, Proc. of 2005 IEEE Congress on Evolutionary Computation, vol. 2, pp 13561363, September 2005. [PDF]
 E. Özcan, Towards an XML based standard for Timetabling Problems: TTML, Multidisciplinary Scheduling: Theory and Applications, Springer Verlag, 163 (24), May 2005. [PDF]
2004
 E. Özcan, and M. Erenturk, A Brief Review of Memetic Algorithms for Solving Euclidean 2D Traveling Salesrep Problem, Proc. of the 13th Turkish Symposium on Artificial Intelligence and Neural Networks, pp. 99108, June 2004. [T81 TSP data: Turkey  81 cities]. [PDF]
 E. Özcan, and B. Hulagu, A Simple Intelligent Agent for Playing Abalone Game: ABLA, Proc. of the 13th Turkish Symposium on Artificial Intelligence and Neural Networks, pp. 281290, June 2004. [PDF]
 E. Özcan, E. Onbasioglu, Genetic Algorithms for Parallel Code Optimization, Proc. of 2004 IEEE Congress on Evolutionary Computation, vol. 2, pp. 17751781. [PDF]
 E. Özcan, S. E. Seker, Z. I. Karadeniz, Generating Java Class Skeleton Using A Natural Language Interface, Proc. of the 1st International Workshop on Natural Language Understanding and Cognitive Science, NLUCS  2004, In conjunction with ICEIS 2004, pp. 126134, April 2004. [PDF]
2003
 A. Alkan, E. Özcan, Memetic Algorithms for Timetabling, Proc. of 2003 IEEE Congress on Evolutionary Computation, pp. 17961802, December 2003. [PDF]
 E. Özcan, Towards an XML based standard for Timetabling Problems: TTML, Proc. of the First Multidisciplinary International Conference on Scheduling: Theory and Applications, pp.566569, August 2003. [PDF]
2002
 E. Özcan, A. Alkan, Timetabling using a Steady State Genetic Algorithm, Proc. of the 4th International Conference on the Practice and Theory of Automated Timetabling, pp.104107, August 2002. [PDF]
1999
 E. Özcan, C. K. Mohan, Particle Swarm Optimization: Surfing the Waves (66K, compressed ps file), Proc. of IEEE 1999 Congress on Evolutionary Computation, pp. 19391944, Piscataway, NJ: IEEE Service Center. [PDF]
 E. Özcan, Analysis of Particle Velocities in a Particle Swarm Optimization System, 8th Turkish Symposium on Artificial Intelligence and Neural Networks, pp. 257266, June 1999.
1998
 E. Özcan, Shape matching using Genetic Algorithms, PhD Thesis, Syracuse University, August 1998. [This thesis contains description of one of the first discrete Particle Swarm Optimisation variants, applied to shape recognition]. [PDF]
 E. Özcan, C. K. Mohan, Analysis of a Simple PSO System, Intelligent Engineering Systems Through Artificial Neural Networks, Vol. 8, pp. 253258, October 1998. [PDF]
 E. Özcan, C. K. Mohan, Steady State Memetic Algorithm for Partial Shape Matching, Lecture Notes in Computer Science, V. William Porto and N. Saravanan and Donald E. Waagen and A. E. Eiben, Ed., Evolutionary Programming VII, 7th International Conference, EP98, San Diego, CA, USA, Springer, Berlin, vol. 1447, pp. 527536, March 2527 1998.. [PDF]
1997
 E. Özcan, C. K. Mohan, Partial Shape Matching using Genetic Algorithms, Pattern Recognition Letters, 18:987992, October 1997. [PDF]
1996
 E. Özcan, C. K. Mohan, Simulated Annealing and Genetic Algorithms for Partial Shape Matching, Proc. of IEEE XI Intl. Symp. on Computer and Information Sciences, pp. 173181, Nov. 1996. [PDF]
 E. Özcan, C. K. Mohan, Shape Recognition using Genetic Algorithms, Proc. of IEEE Intl. Conf. on Evolutionary Computation, pp. 414420, May 1996.
[TR] Publications 2005
 E. Yavuz, E. Özcan, E. E. Korkmaz, Türkiye Haritas? Üzerinde Gezgin Sat?c? Probleminin Kar?nca Sistemleri ile Çözülmesi, The 14th Turkish Symposium on Artificial Intelligence and Neural Networks, pp. 193200, 1617 June 2005.[T81 TSP verisi: Türkiye  81 il merkezi]. [PDF]
2003
 I. Maden, S. Demir, E. Özcan, Türkçe den SQL Sorgularına Çeviri Yapan Bir Doğal Dil İşleme Uygulaması (NALANTS) (Turkish Natural Language Interface For Generating SQL Queries (NALANTS)), TBD 20. Ulusal Bilisim Kurultayı, December 2003, presented. [PDF]
 O. Ulker, E. Özcan, Çizge Boyama Problemleri için Evrimsel Tabu Arama Algoritması (ETA) (Evolutionary Tabu Search Algorithm For Graph Coloring Problem), TBD 20. Ulusal Bilisim Kurultayı, December 2003, presented. [PDF]
 E. Özcan, Zaman Çizelgeleme Problemleri için Standart Bir Veri Formatı Çalışması: TTML, Proc. of the 12thTurkish Symposium on Artificial Intelligence and Neural Networks, pp. 5153, July 2003. [PDF]
2002
 E. Özcan, A. Alkan, Çok Nüfuslu Kararlı Hal Genetik Algoritması Kullanarak Otomatik Çizelgeleme, TBD 19. Bilişim Kurultayı, pp. 149155, September 2002. [PDF]
UnRefereed Publications 2003
 E. Ozcan, Türkiye deki Üniversitelerde İnternet Tabanlı Akademik Kayıt ve Not Takip Sistemleri (Internet based Academic Registration and Grade Followup Systems in Turkey), Akademik Bilişim 2003, ref.100., Akademik Bilisim 2003, ref.100. [PDF]
 E.Ozcan, A. Akan, S. Demir, M. A. Ergin, H. Kul, S. E. Seker, STARS  Öğrenci Transkript ve Ders Kayıt Sistemi, Açık Kaynaklı Bir İnternet Uygulaması (STARS  Student Transcript, Administration and Registration System, an Open Source Internet Application), Akademik Bilişim 2003, ref.87. [PDF]

